Top variables that correlate with The number of computer programmers in California

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Data source: Bureau of Larbor Statistics
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The number of computer programmers in California correlates with...

Variable	Correlation	Years	Has img?
Master's degrees awarded in Mathematics and statistics	r=-0.98	10yrs	No

The number of computer programmers in California also correlates with...

Variable	Correlation	Years	Sys. Score
How geeky LockPickingLawyer YouTube video titles are	r=0.99	8yrs	408
Culinary Associates degrees awarded	r=0.97	11yrs	404
Bachelor's degrees awarded in Theology and religious vocations	r=0.97	10yrs	404
Popularity of the first name Emma	r=0.94	20yrs	376
How insightful LockPickingLawyer YouTube video titles are	r=0.97	8yrs	376
Average views of SciShow Space YouTube videos	r=0.95	9yrs	374
Master's degrees awarded in gender studies	r=0.96	10yrs	373
Popularity of the first name Hunter	r=0.92	20yrs	372
Popularity of the first name Bradley	r=0.91	20yrs	371
Jet fuel used in Gabon	r=0.91	19yrs	370
Patents granted to Toshiba	r=0.93	12yrs	368
Number of Slot Machines in Nevada	r=0.87	20yrs	344
Master's degrees awarded in linguistics	r=0.95	10yrs	342
Average length of LockPickingLawyer YouTube videos	r=0.96	8yrs	324
Popularity of the first name Courteney	r=0.98	6yrs	318
Popularity of the first name Shaniqua	r=0.96	8yrs	306
Associates degrees awarded in health assistance	r=0.94	11yrs	300
Master's degrees awarded in Architecture	r=0.93	10yrs	288
Popularity of the first name Kassidy	r=0.89	20yrs	288
Total views on SciShow Space YouTube videos	r=0.94	9yrs	282
Associates degrees awarded in Business	r=0.92	11yrs	276
Popularity of the first name Autumn	r=0.87	20yrs	275
How nerdy LockPickingLawyer YouTube video titles are	r=0.94	8yrs	271
Associates degrees awarded in Business operations	r=0.92	11yrs	266
Popularity of the first name Victoria	r=0.86	20yrs	264
Wind power generated in Samoa	r=0.89	8yrs	264
Number of articles Matt Levine published on Bloomberg on Fridays	r=0.88	9yrs	262
How 'hip and with it' LockPickingLawyer YouTube video titles are	r=0.93	8yrs	260
Per capita consumption of margarine	r=0.88	7yrs	257
Associates degrees awarded in social services	r=0.91	11yrs	255
Popularity of the first name Mckenzie	r=0.86	20yrs	254
Total views on Computerphile YouTube videos	r=0.92	10yrs	250
Popularity of the first name Chyna	r=0.86	20yrs	244
Bachelor's degrees awarded in linguistics	r=0.9	10yrs	224
Total likes of Computerphile YouTube videos	r=0.88	10yrs	204
Nuclear power generation in United Kingdom	r=0.82	19yrs	194
Emmy Awards Ceremony viewership	r=0.81	20yrs	192
Air pollution in Santa Maria, California	r=0.79	20yrs	192
Air pollution in Fresno, California	r=0.77	20yrs	190
Air pollution in Sonora, California	r=0.77	20yrs	190
US Tobacco Production	r=0.78	20yrs	188
Master's degrees awarded in Liberal arts	r=0.89	10yrs	182
Average number of comments on SciShow Space YouTube videos	r=0.89	9yrs	180
Popularity of the 'spiderman pointing' meme	r=-0.93	17yrs	178
Number of highschoolers in the US	r=-0.89	20yrs	173
CME Group's stock price (CME)	r=-0.91	20yrs	172
Annual US household spending on housekeeping supplies	r=-0.9	20yrs	171
Annual US household spending on other household products	r=-0.9	20yrs	171
Burglaries in California	r=0.75	20yrs	171
Associates degrees awarded in Accounting	r=0.88	11yrs	170
Viewership count for Days of Our Lives	r=0.77	19yrs	170
Remaining Forest Cover in the Brazilian Amazon	r=0.75	20yrs	170
Cheddar cheese consumption	r=-0.83	19yrs	170
Google searches for 'restaurant near me'	r=-0.95	12yrs	170
Number of pirate attacks in Indonesia	r=0.77	15yrs	169
Public Service Enterprise Group's stock price (PEG)	r=-0.88	20yrs	169
Justin Upton's yearly run total	r=0.81	16yrs	168
Google searches for 'easy bake oven'	r=0.8	15yrs	168
Google searches for '3Blue1Brown'	r=-0.89	16yrs	168
Aflac's stock price (AFL)	r=-0.87	20yrs	168
Burglary rates in the US	r=0.73	20yrs	168
How good LockPickingLawyer YouTube video titles are	r=0.88	8yrs	167
Fossil fuel use in Germany	r=0.81	19yrs	163
Associates degrees awarded in law enforcement	r=0.87	11yrs	159
Total views on PBS Space Time YouTube videos	r=0.87	8yrs	156
Gasoline pumped in Australia	r=0.82	20yrs	152
Associates degrees awarded in Legal professions and studies	r=0.87	11yrs	149
Total comments on SciShow Space YouTube videos	r=0.86	9yrs	145
Kerosene used in Turkiye	r=0.81	20yrs	141
Associates degrees awarded in Criminal justice and corrections	r=0.86	11yrs	138
How insightful Technology Connections YouTube video titles are	r=0.86	8yrs	134
Popularity of the first name Blaine	r=0.85	20yrs	127
Gasoline pumped in Puerto Rico	r=0.79	19yrs	127
Associates degrees awarded in Visual and performing arts	r=0.85	11yrs	126
Popularity of the first name Skyler	r=0.84	20yrs	116
Liquefied petroleum gas used in Norway	r=0.78	20yrs	116
Popularity of the first name Julianna	r=0.84	20yrs	106
Petroluem consumption in Japan	r=0.77	20yrs	105
Bachelor's degrees awarded in literature	r=0.87	10yrs	104
Popularity of the first name Audra	r=0.84	20yrs	96
Master's degrees awarded in literature	r=0.86	10yrs	93
Solar power generated in Namibia	r=-0.97	12yrs	82
Solar power generated in Dominican Republic	r=-0.97	10yrs	70
Solar power generated in Laos	r=-0.98	10yrs	60
Popularity of the first name Connor	r=0.81	20yrs	51
Biomass power generated in Laos	r=-0.98	9yrs	50
Popularity of the first name Edward	r=0.81	20yrs	41
Solar power generated in Lebanon	r=-0.95	12yrs	40
Total likes of MrBeast's YouTube videos	r=-0.96	11yrs	34
Popularity of the first name Grant	r=0.81	20yrs	31
Solar power generated in Panama	r=-0.98	10yrs	30
How cool LEMMiNO YouTube video titles are	r=-0.95	11yrs	23
Popularity of the first name Kylie	r=0.81	20yrs	21
Solar power generated in Burkina Faso	r=-0.94	12yrs	18
Popularity of the first name Justice	r=0.81	20yrs	11
Wind power generated in Kosovo	r=-0.94	12yrs	8
Popularity of the first name Juliana	r=0.81	20yrs	1
Solar power generated in Malawi	r=-0.94	12yrs	-2
Bachelor's degrees awarded in interdisciplinary studies	r=-0.99	10yrs	-7
Biomass power generated in Serbia	r=-0.96	10yrs	-12

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^{What is Sys. Score?} You caught me! While it would be intuitive to sort only by "correlation," I have a big, weird database. If I sort only by correlation, often all the top results are from some one or two very large datasets (like the weather or labor statistics), and it overwhelms the page.

I can't show you *all* the correlations, because my database would get too large and this page would take a very long time to load. Instead I opt to show you a subset, and I sort them by a magic system score. It starts with the correlation, but penalizes variables that repeat from the same dataset. (It also gives a bonus to variables I happen to find interesting.)


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